Satoshi Nakajima1,2, Susumu Mori1,3, Kaori Togashi2, and Kenichi Oishi1
1Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, United States, 2Diagnostic Imaging and Nuclear Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan, 3F. M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Baltimore, MD, United States
Synopsis
The Clock-Drawing
Test (CDT) is used to screen and select cognitively impaired individuals for
further evaluation. For the clinical interpretation of the CDT, an understanding
of the neuroanatomical substrates that account for a decline in the CDT score
is essential. We investigated the relationships between regional volume loss
and a decline in the CDT score in two years. Atrophy in the left prefrontal and
middle-occipital gyri was correlated with a decline in the CDT score. The
result validated the use of the CDT, combined with memory tests that evaluate
parieto-temporal functions, as part of an overall cognitive screening.
Introduction
The Clock-Drawing
Test (CDT) is a simple cognitive test that is commonly used in dementia
practice1,2, which
typically takes 1-2 minutes to complete. The Alzheimer’s Association recommended
the use of several cognitive screening batteries, which include the CDT, to
screen/select cognitively impaired individuals for further evaluation3. The CDT
score reflects global cognitive status, especially executive and visuospatial
functions4. However,
the neuroanatomical substrates that account for the CDT score, which are
important for the clinical interpretation of the score, are still controversial5, reflecting differences in the diseases that have
been studied and the lack of longitudinal studies. To
investigate local brain areas that account for the lower CDT scores in mild
cognitive impairment (MCI), we
employed the Alzheimer’s Disease Neuroimaging Initiative (ADNI)
longitudinal database (adni.loni.usc.edu) to see the relationships between regional volume
loss and a decline in the CDT score over two years.Methods
Correlations
between percentage changes in local brain volume (%ΔLBV) and changes in the CDT score (ΔCDT) during two years were investigated. Participants:
65 MCI selected from the ADNI-2 cohort with whole-brain 3D magnetization-prepared
rapid gradient-echo T1-weighted imaging obtained on 3T scanners (resolution:
1.0×1.0×1.2mm3). Image parcellation: A multi-atlas label fusion method6,7,
based on 19 atlases (50–90-year-old brains), implemented in MRICloud (https://braingps.mricloud.org/), was
used to parcellate each image into 76 anatomical structures and measure the volume
of each structure. Cognitive evaluation: In addition to the CDT, we evaluated the
scores of the Boston Naming Test (BNT) and the changes over two years (ΔBNT), to validate our method. Since the
relationship between left temporal pole atrophy and a lower BNT score is well
established in both cross-sectional and longitudinal studies8,9, we
tested whether we could replicate this relationship using our method. Statistics:
Partial correlations between %ΔLBV of
76 anatomical structures and ΔCDT or
ΔBNT
were investigated. Control variables were age, gender, education period,
baseline performance (CDT or BNT), and change in the Clinical Dementia Rating
Scale Sum-of-Boxes score. A p-value of 0.05, corrected for multiple comparisons
(false discovery rate), was used as the threshold.Results
Method
validation study using BNT: Among 76 anatomical structures, significant
correlation was observed only between %ΔLBV of the left temporal pole and ΔBNT (r=0.44, p=0.043) (Fig. 1). CDT: Significant
correlations between %ΔLBV
and ΔCDT
were observed in the left superior-frontal gyrus (r=0.50, p=0.0039), the left
middle-frontal gyrus (r=0.41, p=0.029), and the left middle-occipital gyrus (r=0.42,
p=0.029) (Fig. 2).Discussion
We
could replicate the established relationship between left temporal pole atrophy
and worsening of the BNT score, which indicated that the image analysis method
based on the multi-atlas label fusion employed in this study was valid. Novel %ΔLBV-ΔCDT relationships were identified in the left
prefrontal area and the left middle-occipital gyrus. This finding could be partially
explained by a previous functional MRI study that indicated activations in
bilateral prefrontal and parietal areas during the CDT10, and a relationship between prefrontal
resting-state connectivity and the CDT score in MCI11. The designation of the prefrontal area as
responsible for executive functions12,13 and the
middle-occipital gyrus as responsible for visuospatial functions14 also supports our findings, since the CDT score is
closely related to executive and visuospatial functions. Previous cross-sectional
volumetric studies identified widely distributed brain areas that were related
to the CDT score15-17. By
introducing a longitudinal study design, we could specify the area directly
related to the CDT decline.Conclusion
Atrophy
within the left prefrontal area and the left middle-occipital gyrus might cause
worsening of the CDT score.
Acknowledgements
This research was made possible by a grant support from the Johns Hopkins Individualized Health Initiative (inHealth). Data used in preparation of this article were obtained from the Alzheimer’s DiseaseNeuroimaging Initiative (ADNI) database (adni.loni.usc.edu). As such, the investigatorswithin the ADNI contributed to the design and implementation of ADNI and/or provided databut did not participate in analysis or writing of this report. A complete listing of ADNIinvestigators can be found at: http://adni.loni.usc.edu/wp-content/uploads/how_to_apply/ADNI_Acknowledgement_List.pdf.
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